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A. McCallum

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Efﬁciently Inducing Features of Conditional Random Fields

The method is founded on the principle of iteratively constructing feature conjunctions that would signiﬁcantly increase conditional log-likelihood if added to the model, and can be understood as supervised structure learning.

A. McCallum · 17 citations